Zhepei Wei @weizhepei
Ph.D. Student @CS_UVA | Research Intern @Meta. Previously @AmazonScience. Research interest: ML/NLP/LLM. cs.virginia.edu/~tqf5qb/ Charlottesville, VA Joined January 2016-
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OpenAI realesed new paper. "Why language models hallucinate" Simple ans - LLMs hallucinate because training and evaluation reward guessing instead of admitting uncertainty. The paper puts this on a statistical footing with simple, test-like incentives that reward confident…
🔮 Introducing Prophet Arena — the AI benchmark for general predictive intelligence. That is, can AI truly predict the future by connecting today’s dots? 👉 What makes it special? - It can’t be hacked. Most benchmarks saturate over time, but here models face live, unseen…
Thrilled to share this exciting work, R-Zero, from my student @ChengsongH31219 where LLM learns to reason from Zero human-curated data! The framework includes co-evolution of a "Challenger" to propose difficult tasks and a "Solver" to solve them. Check out more details in the…
Thrilled to share this exciting work, R-Zero, from my student @ChengsongH31219 where LLM learns to reason from Zero human-curated data! The framework includes co-evolution of a "Challenger" to propose difficult tasks and a "Solver" to solve them. Check out more details in the…
🚀🚀Excited to share our paper R-Zero: Self-Evolving Reasoning LLM from Zero Data ! How to train LLM without data? R-Zero teaches Large Language Models to reason starting with nothing but a base model. No data required!!! Paper: arxiv.org/abs/2508.05004 Code:…
R-Zero Self-Evolving Reasoning LLM from Zero Data
We’re running another round of the Anthropic Fellows program. If you're an engineer or researcher with a strong coding or technical background, you can apply to receive funding, compute, and mentorship from Anthropic, beginning this October. There'll be around 32 places.
As AI agents start taking real actions online, how do we prevent unintended harm? We teamed up with @OhioState and @UCBerkeley to create WebGuard: the first dataset for evaluating web agent risks and building real-world safety guardrails for online environments. 🧵
There will be *no more than 5 days* between the release of GSPO and its implementation in TRL
New paper alert: Unifies insights from Limit-of-RLVR and ProRL — does current RLVR actually expand reasoning? Turns out: RLVR is mostly an efficient sampler with shrinking, very rarely an explorer with explanding. Explore is holy grail for LLM and may entail beyond 0/1 reward.
Proud to introduce Group Sequence Policy Optimization (GSPO), our stable, efficient, and performant RL algorithm that powers the large-scale RL training of the latest Qwen3 models (Instruct, Coder, Thinking) 🚀 📄 huggingface.co/papers/2507.18…
Highlight of my #ICML2025 poster session: “So… did you train your model on the test set?” 😅 Probably the ML community’s new “standard practice” question — sadly necessary, but here we are 🤦♂️
I wrote a post on how to connect with people (i.e., make friends) at CS conferences. These events can be intimidating so here's some suggestions on how to navigate them I'm late for #ICLR2025 #NAACL2025, but just in time for #AISTATS2025 and timely for #ICML2025 acceptances! 1/4
🚨 LLM-as-a-Judge in RLVR can be easily hacked, even GPT-4o. Simple sentences can trick top models into false positives, although the task is just to compare a given solution to a reference answer. 📊 What we found: 1️⃣ Figure 1: “:” and “Thought process:” fool nearly all models…
🚨 LLM-as-a-Judge in RLVR can be easily hacked, even GPT-4o. Simple sentences can trick top models into false positives, although the task is just to compare a given solution to a reference answer. 📊 What we found: 1️⃣ Figure 1: “:” and “Thought process:” fool nearly all models… https://t.co/bntIRoHRMU
Will be at #ICML2025 next week! We'll present the following works: 🛠️ LarPO: Tue 7/15 (Poster Session 1 East) 🚀 AdaDecode: Wed 7/16 (Poster Session 3 East) 🧮 Negative Reinforcement for Reasoning: Fri 7/18 (AI for Math Workshop) Happy to chat about latest research in LLMs🤩
What Makes a Base Language Model Suitable for RL? Rumors in the community say RL (i.e., RLVR) on LLMs is full of “mysteries”: (1) Is the magic only happening on Qwen + Math? (2) Does the "aha moment" only spark during math reasoning? (3) Is evaluation hiding some tricky traps?…
Here's my conversation with Terence Tao, one of the greatest mathematicians in history. We talk about the hardest problems in mathematics & physics, and how AI might help us humans to solve them. This conversation was a huge honor for me. I can't quite put it into words, but…
Nice work! In our recent paper WebAgent-R1 (arxiv.org/abs/2505.16421), we also observed a similar finding—test-time scaling via increased interactions! Feels like we’re not far from discovering new scaling laws for agents!🤩
Nice work! In our recent paper WebAgent-R1 (arxiv.org/abs/2505.16421), we also observed a similar finding—test-time scaling via increased interactions! Feels like we’re not far from discovering new scaling laws for agents!🤩 https://t.co/eCOHrC397C
🚀🚀Excited to share our new work on Speculative Decoding by @shrangoh! We tackle a key limitation in draft models which predict worse tokens at later positions, and present PosS that generates high-quality drafts!
🚀🚀Excited to share our new work on Speculative Decoding by @shrangoh! We tackle a key limitation in draft models which predict worse tokens at later positions, and present PosS that generates high-quality drafts!
Jahidul Islam @JahidulZaid
224 Followers 77 Following
Shicheng Liu @ShichengGLiu
194 Followers 177 Following CS Phd @StanfordNLP @StanfordOVAL RS Intern @meta
Jason Liu @JasonLiu106968
76 Followers 71 Following
AlexiaHarper @47v1F6z9tUU6Tn
4 Followers 80 Following
Andy Jin @JinHuangStudy
199 Followers 969 Following
Keplore AI Inc. @KeploreAI
119 Followers 280 Following Run complex AI with 0 setup. Become an early user, fill out our request form #AIResearch #MLResearch #LLM #EnvironmentSetup
Wuao Liu @liu_wuao
327 Followers 1K Following CS PhD Student @UMassAmherst | Prev @UMRobotics @ZJU_China | Computer Vision, AI4Science
Miwa - azooKeyの開�... @miwa_ensan
2K Followers 2K Following 🎓M1（休学中）｜💻TuringでMLエンジニア｜🚀未踏IT2024スパクリ｜🫘ニューラル日本語入力システム @azooKey_dev 開発｜💡NLP・言語学・UI・フォント・文字・タイポグラフィ・画像処理など｜📩DM歓迎！
Zeyu Huang @ZeroyuHuang
130 Followers 129 Following PhD @EdinburghNLP Working on LLM | Student Researcher @GoogleDeepmind
Guillaume Le Strat @GuillaumeLST
392 Followers 3K Following @zml_ai Tech, startups, data & music Paris - South of France
Rhea Shields @RheaS22772
68 Followers 3K Following
Junhyuck Kim @jhyuckkim
23 Followers 138 Following
Wenqi Shi @WenqiShi0106
260 Followers 628 Following Assistant Professor @UTSWMedCenter | Ph.D. @GeorgiaTech | LLMs | Agent | RAG | EHRs | Clinical Decision Support | Pediatric Healthcare
Visual-Intelligence @VI_Journal_CSIG
123 Followers 1K Following Official journal of China Society of Image and Graphics (CSIG). The jouarnl is published by Springer, sponsored by CSIG. E-ISSN 2731-9008.
Yuntian Deng @yuntiandeng
8K Followers 3K Following Assistant Professor @UWaterloo | Visiting Professor @NVIDIA | Associate @Harvard | Faculty Affiliate @VectorInst | Former Postdoc @ai2_mosaic | PhD @Harvard
anhydron @anhydron
58 Followers 3K Following
Henry Peng Zou @zou_henry43378
29 Followers 76 Following CS PhD @UIC | Applied Scientist Intern @AWS AI @Amazon | GenAI Research Intern @Zoom | LLMs & Agents
Tyler Griggs @tyler_griggs_
561 Followers 349 Following CS PhD student @UCBerkeley Sky Lab, co-leading @NovaSkyAI and building SkyRL | Previously @GoogleCloud infra | @Harvard 2020
Longtao Zheng @ltzheng01
150 Followers 570 Following PhD student @NTUsg. Training open-ended agents in open-ended worlds
Zhichao Xu Brutus @zhichaoxu_ir
241 Followers 526 Following Interested in NLP & IR. Currently scientist @awscloud. Prev CS PhD @UtahNLP; intern @GoogleAI @Dataminr @Visa.
wang @weixunwang
110 Followers 908 Following
Junhong Shen @JunhongShen1
1K Followers 545 Following PhD Student @mldcmu | BS @UCLA | Student Researcher @GoogleDeepMind | Interned @AIatMeta @MSFTResearch @DeterminedAI
Mickel Liu @mickel_liu
400 Followers 433 Following PhD student @uwcse/@uwnlp · Incoming @AIatMeta FAIR · I do LLM+RL · Prev: @pkucfcs2017, @uoftengineering
Taiqiang Wu @wu_taiqiang
80 Followers 294 Following Now a PhD student at @HKUniversity Master & B. Eng in @Tsinghua_Uni
Gaotang Li @GaotangLi
78 Followers 175 Following First-Year Ph.D. @UofIllinois | Undergrad @UMich. Science of Language Models. Reasoning. Alignment.
Liang Qiu @liangqiu_1994
247 Followers 603 Following Senior Applied Scientist @amazon. PhD @VCLA_UCLA. Past: @Salesforce, @MSFTResearch. Opinions are my own.
Maurice Weber @mauriceweberq
149 Followers 621 Following AI Researcher @togethercompute | RedPajama Lead | ML PhD, ETH Zürich
Langlin Huang @shrangoh
19 Followers 73 Following NLPer, LLM Reasoning, Multilingual. 1st. Year Ph.D. at Washington University in St. Louis.
Fredrik K. Gustafsson @fregu856
841 Followers 4K Following Postdoc at IBME in Oxford. Machine learning for healthcare. I'm more active on https://t.co/vwXdiYvHig.
Qiao Jin, MD @DrQiaoJin
2K Followers 981 Following Medical AI @NIH. MD @Tsinghua_Uni. Editor @jmirpub @JBI_Journal @ReviewAcl. PubMedQA, MedCPT, MedRAG, GeneGPT, GeneAgent, TrialGPT. Views my own.
Zhengliang Shi @Zhengliang_Shi
29 Followers 262 Following retrieval-augmented generation, knowledge discovery, LLM-based Agent
Yoram Bachrach @yorambac
3K Followers 7K Following Research Scientist at Meta (prev Google DeepMind and Microsoft Research). Working on LLM Agents and Multi-Agent Systems.
Yuetai Li @yuetai12575
225 Followers 570 Following Second year PhD @UW | Post-Training, LLM reasoning and synthetic dataset. https://t.co/cYAkbnCsCp Open to chat and collaborate!
Yuchen Zhuang @yuchen_zhuang
877 Followers 359 Following Research Scientist @GoogleDeepMind | Post-training | LLM Agent | Prev: PhD @MLatGT | Opinions are my own.
Ziniu Li @ZiniuLi
499 Followers 511 Following Ph.D. student @ CUHK, Shenzhen. Intern @Bytedance (Seed-Horizon) Working on RL and LLMs. Prev: Intern @Tencent (AI Lab)
Bion @flesheatingemu
559 Followers 7K Following Futurist philosophy, molec neuro/immuno, pathophys, software eng, AI enjoyer Made an Apache/MIT `tree` util with tokens, lines, and module components
Basit Mustafa @moltar81435
413 Followers 8K Following introverted but willing to discuss sanctuary moon innovation/ai + dsop/ai delivery @ https://t.co/nQ5pf3TzTZ
Rohan Paul @rohanpaul_ai
85K Followers 8K Following Compiling in real-time, the race towards AGI. 🗞️ Don't miss my daily top 1% AI analysis newsletter directly to your inbox 👉 https://t.co/6LBxO8215l
Vik Paruchuri @VikParuchuri
14K Followers 184 Following Open source AI. Founder of @datalabto Past: founded @dataquestio
Fei-Fei Li @drfeifei
519K Followers 1K Following Prof (CS @Stanford), Co-Director @StanfordHAI, Cofounder/CEO @theworldlabs, #AI #SpatialIntelligence #GenAI #computervision #robotics #AI-healthcare
Open Philanthropy @open_phil
18K Followers 230 Following Open Philanthropy's mission is to help others as much as we can with the resources available to us.
Thang Luong @lmthang
27K Followers 95 Following Lead Superhuman Reasoning team @GoogleDeepMind. AI IMO Gold. Co-led #DeepThink, #AlphaGeometry, #Bard (now Gemini) Multimodality, #MeenaBot. LuongAttention.
Fei Liu @feiliu_nlp
2K Followers 887 Following Associate professor @EmoryUniversity. Working on large language models, LLM inference, reasoning, natural language generation, and various aspects of GenAI.
Susan Zhang @suchenzang
33K Followers 646 Following @ Google Deepmind. Past: @MetaAI, @OpenAI, @unitygames, @losalamosnatlab, @Princeton etc. Always hungry for intelligence.
Saining Xie @sainingxie
23K Followers 1K Following researcher in #deeplearning #computervision | assistant prof at @nyu_courant | rs @googledeepmind | past: rs @meta (FAIR) @ucsandiego | ynwa
Paul Liang @pliang279
8K Followers 711 Following Assistant Professor MIT @medialab @MITEECS @nlp_mit || PhD from CMU @mldcmu @LTIatCMU || Foundations of multisensory AI to enhance the human experience.
Jessy Lin @realJessyLin
3K Followers 885 Following PhD @Berkeley_AI, visiting researcher @AIatMeta. Interactive language agents 🤖 💬
Feng Yao @fengyao1909
1K Followers 636 Following Ph.D. student @UCSD_CSE | Intern @Amazon Rufus Foundation Model Ex. @MSFTResearch @TsinghuaNLP
Shicheng Liu @ShichengGLiu
194 Followers 177 Following CS Phd @StanfordNLP @StanfordOVAL RS Intern @meta
Henry Peng Zou @zou_henry43378
29 Followers 76 Following CS PhD @UIC | Applied Scientist Intern @AWS AI @Amazon | GenAI Research Intern @Zoom | LLMs & Agents
Eliahu Horwitz @EliahuHorwitz
589 Followers 288 Following PhD student at @CseHuji | Passionate about model weights as a new data modality, and yoga - not necessarily in that order 😉 | Ex Intern Google Research.
Jason Liu @JasonLiu106968
76 Followers 71 Following
Zifan (Sail) Wang @_zifan_wang
546 Followers 470 Following ex-RS @scale_AI (SEAL) and @ai_risks | PhD Alumni of CMU @cylab | Opinions of my own
Ming Yin @MingYin_0312
2K Followers 923 Following ML, RL, AI. @Princeton Postdoc. PhDs in CS & STATs. Ex @awscloud AI. undergrad @USTC Math. Area Chair @NeurIPS @ICML.
Chengshuai Zhao @ChengshuaiZhao
69 Followers 68 Following CS Ph.D. @ ASU Data Mining, AI4Science, LLMs
Isha Puri @ishapuri101
794 Followers 395 Following AI / NLP PhD-ing @MIT_CSAIL @nlp_mit, currently @AbridgeHQ prev @Harvard /HBS
Mira Murati @miramurati
366K Followers 572 Following Now building @thinkymachines. Previously CTO @OpenAI
qizhe cai @CaiQizhe
229 Followers 158 Following Incoming Assistant Professor at UVA. I am building network stack/protocols/hardware for Terabit Ethernet.
Chujie Zheng @ChujieZheng
6K Followers 301 Following Researcher @Alibaba_Qwen | GSPO, Qwen3, QwQ, ProcessBench | Opinions are my own
Quentin Gallouédec @QGallouedec
3K Followers 664 Following PhD - Research @huggingface 🤗 TRL lead maintainer 🇫🇷 in 🇨🇦
Shizhe Diao @shizhediao
4K Followers 2K Following Research Scientist @NVIDIA focusing on efficient post-training of LLMs. Finetuning your own LLMs with LMFlow: https://t.co/UTykmQBwFr Views are my own.
Yang Yue @YangYue_THU
618 Followers 205 Following 🎓phd in Tsinghua University. Focus on RL, Embodied AI, and MLLM. 📖Author of limit-of-RLVR，phyworld，DeeR-VLA. 💼Seek a visit currently.
Wuao Liu @liu_wuao
327 Followers 1K Following CS PhD Student @UMassAmherst | Prev @UMRobotics @ZJU_China | Computer Vision, AI4Science
Fu-En (Fred) Yang @FuEnYang1
596 Followers 1K Following Research Scientist @NVIDIAAI | Ph.D. @NTU_TW | Prev. Research Intern @NVIDIAAI | Vision & Language | Multimodal AI
Zeyu Huang @ZeroyuHuang
130 Followers 129 Following PhD @EdinburghNLP Working on LLM | Student Researcher @GoogleDeepmind
Aryo Pradipta Gema @aryopg
1K Followers 2K Following AI Safety Fellow @Anthropic | PhD student @BioMedAI_CDT @EdinburghNLP @EdiClinicalNLP LLM Hallucinations | Clinical NLP | Opinions are my own.
ZML @zml_ai
2K Followers 2 Following High performance inference. Any model. Any hardware. No compromise. Zig / OpenXLA / MLIR / Bazel.
Steeve Morin @steeve
6K Followers 1K Following Building @zml_ai, ex @zenly, ex Exalead, ex @google. Skydiver and wingsuiter.
Delta Institute @DeltaInstitutes
1K Followers 39 Following Supporting exceptional researchers/engineers, from academia to industry and beyond.
Alexander Wei @alexwei_
24K Followers 193 Following Reasoning @OpenAI. Co-built CICERO @MetaAI | @Berkeley_AI PhD '23 | @Harvard '20
Ed H. Chi @edchi
13K Followers 4K Following Research VP @ GoogleDeepMind. ex-Lead for LaMDA/Bard. Now focused on personalized reasoning & Astra universal personalized assistants. ACM Fellow.
Junhyuck Kim @jhyuckkim
23 Followers 138 Following
Hyung Won Chung @hwchung27
38K Followers 301 Following AI Research Scientist @Meta Superintelligence Labs. Past: @OpenAI / @Google Brain / PhD @MIT
Wenqi Shi @WenqiShi0106
260 Followers 628 Following Assistant Professor @UTSWMedCenter | Ph.D. @GeorgiaTech | LLMs | Agent | RAG | EHRs | Clinical Decision Support | Pediatric Healthcare
Yuntian Deng @yuntiandeng
8K Followers 3K Following Assistant Professor @UWaterloo | Visiting Professor @NVIDIA | Associate @Harvard | Faculty Affiliate @VectorInst | Former Postdoc @ai2_mosaic | PhD @Harvard
Zhaoran Wang @zhaoran_wang
4K Followers 1K Following Associate Professor @NorthwesternU | PhD @Princeton | studying Reinforcement Learning
Yiding Jiang @yidingjiang
2K Followers 607 Following PhD student @mldcmu @SCSatCMU. Formerly intern @MetaAI, AI resident @GoogleAI. BS from @Berkeley_EECS. Trying to understand stuff.
Longhui Yu @scut_longhui
974 Followers 1K Following Post-training in KIMI @Kimi_Moonshot | MS Peking University @PKU1898 Author of MetaMath, Easy2hard generalization, NuminaMath, Kimi k1.5, Kimi K2
Chenlu Ye @ye_chenlu
247 Followers 257 Following Ph.D. student at UIUC, interested in RL reasoning, agent
Hanning Zhang @HanningZhangHK
161 Followers 695 Following MSCS student at UIUC. Previously undergraduate student at The Hong Kong University of Science and Technology (HKUST). Interested in NLP and LLM
Xuhui Zhou @nlpxuhui
1K Followers 678 Following PhD student @LTIatCMU. SWEing Socially-aware SWE agents @allhands_ai. Previously, @allen_ai, @UWNLP, @Apple, @UCBerkeley; Social Intelligence in language +X.
Min Hsuan (Samuel) Ye... @Samuel861025
39 Followers 26 Following CS PhD student at University of Wisconsin Madison. Advised by Prof. Sharon Li
Furong Huang @furongh
9K Followers 2K Following Associate professor of @umdcs @umiacs @ml_umd at UMD. Researcher in #AI/#ML, AI #Alignment, #RLHF, #Trustworthy ML, #EthicalAI, AI #Democratization, AI for ALL.Trends for United States
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